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This repository provides a suite of tools designed to refine the interaction between developers and AI models. It includes systems for analyzing session logs to improve prompt quality and orchestrating multi-model engineering loops that separate planning, validation, and implementation.
WHO IT'S FOR
AI-native software engineers
optimizing AI tool usage via session logs
Flutter developers
bootstrapping projects with Clean Architecture and Riverpod
Technical leads / architects
implementing multi-AI engineering loops for code quality
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.